c-bata

Results 106 comments of c-bata

memo: This feature is related to https://github.com/optuna/optuna/issues/1736.

## Uncertainty criterion The following paper describes the details of uncertainty criterion. http://artax.karlin.mff.cuni.cz/~bajel3am/img/pitra2016doubly_preprint.pdf There are 4 types of uncertainty criteria. > The most simple approach which just uses the variance...

In this paper, they use IPOP-CMA-ES. I implemented it at #131.

![ScreenShot 2020-03-12 14 36 38](https://user-images.githubusercontent.com/5564044/76490739-3ade0e00-646f-11ea-9169-b5bedeb6710d.png) ![ScreenShot 2020-03-12 14 36 24](https://user-images.githubusercontent.com/5564044/76490596-e9358380-646e-11ea-83c6-483d674f10db.png) Finding a robust global minimum parameter.

> @c-bata Does Goptuna support Multi-object optimization ? No. I'm not planning to implement multi-objective support in Goptuna because it requires some breaking changes. As @anencore94 said, I think Optuna...

~~It seems that we need to reformat Python codes by the latest version of black. I fixed it in a separated pull request.~~ ~~Could you check #110 ahead? I will...

@nomuramasahir0 Could you review this PR?

Thank you for opening an issue. I deliberately removed the "Best Value" column due to the performance reasons. Therefore, you need to sort trials by objective value in TrialTable in...

Also we may make the design of Recoil's global state simpler by introducing [SWR](https://swr.vercel.app/).